Paper Citation Record · LEDGER

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks

As of 20 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2505.02469.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.02469 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:55:07.607796Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy22
unresolved4
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4702b0a7-a498-4117-b8f3-cfe0bc09289b · outbound

This paper cites Key- word spotting for google assistant using contextual speech recognition,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Key- word spotting for google assistant using contextual speech recognition,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.953150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c9f99845-6de6-487a-9775-f5d18cec2330 · outbound

This paper cites Alexa, siri, cortana, and more: An introduction to voice assistants,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Alexa, siri, cortana, and more: An introduction to voice assistants,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.941381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cc7be20c-4bc4-48db-9e7c-e373cb7a8628 · outbound

This paper cites An in-vehicle keyword spotting system with multi-source fusion for vehicle applications,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks An in-vehicle keyword spotting system with multi-source fusion for vehicle applications,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.930261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c8dc32a3-138b-480b-987f-17bac2cb8f40 · outbound

This paper cites In-vehicle speech recognition and tutorial keywords spotting for novice drivers’ performance evaluation,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks In-vehicle speech recognition and tutorial keywords spotting for novice drivers’ performance evaluation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.918967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 829e145b-08de-4774-9389-ee636ac896c7 · outbound

This paper cites Embedded intelligence for smart home using tinyml approach to keyword spotting,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Embedded intelligence for smart home using tinyml approach to keyword spotting,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.907879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4d249fea-a422-41d5-b4f7-d053e0179538 · outbound

This paper cites “smart home automation device.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks “smart home automation device

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.896301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1ad92f9e-835e-4397-affb-6f66854ca24f · outbound

This paper cites Hello Edge: Keyword Spotting on Microcontrollers.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Hello Edge: Keyword Spotting on Microcontrollers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:07.530530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71f11a81-0fff-44d9-8c3c-8047a23abb98 · outbound

This paper cites LiCo-Net: Linearized Convolution Network for Hardware-efficient Keyword Spotting.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks LiCo-Net: Linearized Convolution Network for Hardware-efficient Keyword Spotting

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:07.534797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e2b1bf5-9a0d-476c-9283-d4973b40c312 · outbound

This paper cites Sub-mw keyword spotting on an mcu: Analog binary feature extraction and binary neural networks,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Sub-mw keyword spotting on an mcu: Analog binary feature extraction and binary neural networks,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.885132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d556ce3e-006d-4803-934e-f734a19ab8ad · outbound

This paper cites Progressive continual learning for spoken keyword spotting,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Progressive continual learning for spoken keyword spotting,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.874164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d9a8147a-da24-45c7-b900-c96600bc1dff · outbound

This paper cites Online continual learning in keyword spotting for low-resource devices via pooling high-order temporal statistics,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Online continual learning in keyword spotting for low-resource devices via pooling high-order temporal statistics,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.860960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation adc211f5-3362-4686-9a17-4d791eaff429 · outbound

This paper cites Dual-memory multi-modal learning for continual spoken keyword spotting with confidence selection and diversity enhancement,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Dual-memory multi-modal learning for continual spoken keyword spotting with confidence selection and diversity enhancement,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.848209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9a94a168-37a9-4a46-9468-094c5bcc1d84 · outbound

This paper cites Deep compression: Compressing deep neural network with pruning, trained quantization and huffman coding,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Deep compression: Compressing deep neural network with pruning, trained quantization and huffman coding,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.837053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c2af9f4f-93a2-43f6-9814-b4c4073d4671 · outbound

This paper cites Extremely low bit neural network: Squeeze the last bit out with admm,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Extremely low bit neural network: Squeeze the last bit out with admm,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.826389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 352ca1ac-6aec-455e-a20f-4b08d8b039b9 · outbound

This paper cites Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:07.563945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ad4a9be-aed8-48c8-9356-3d84bc51a826 · outbound

This paper cites Xnor-net: Imagenet classification using binary convolutional neural networks,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Xnor-net: Imagenet classification using binary convolutional neural networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.815827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a3e4a0a3-29e3-4c9f-bc52-684e2eef3f56 · outbound

This paper cites A 510-nw wake-up keyword-spotting chip using serial-fft-based mfcc and binarized depthwise separable cnn in 28-nm cmos,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks A 510-nw wake-up keyword-spotting chip using serial-fft-based mfcc and binarized depthwise separable cnn in 28-nm cmos,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.805283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 29ea0bdc-b640-40c6-a032-5b874bd85b33 · outbound

This paper cites A 22nm, 10.8 µw/15.1µw dual computing modes high power-performance-area efficiency domained background noise aware keyword- spotting processor,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks A 22nm, 10.8 µw/15.1µw dual computing modes high power-performance-area efficiency domained background noise aware keyword- spotting processor,

Reference 18

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T00:55:07.793030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation add76972-4272-4e36-bd43-1067ba1be853 · outbound

This paper cites A comprehensive survey of continual learning: Theory, method and application,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks A comprehensive survey of continual learning: Theory, method and application,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.781215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 992e6ae8-9f31-4c7c-8448-5c79a65e3da6 · outbound

This paper cites Catastrophic forgetting in connectionist networks,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Catastrophic forgetting in connectionist networks,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.768577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3ccbc58a-ac71-4851-8aff-6488ede5fb38 · outbound

This paper cites Overcoming catastrophic forgetting in neural networks,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Overcoming catastrophic forgetting in neural networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.756083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d2e8e1e2-25f9-4dd4-9523-7ab8b2316c27 · outbound

This paper cites Continual learning through synaptic intelligence,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Continual learning through synaptic intelligence,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.742826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c12199f4-2955-43ff-9eca-7993cb670082 · outbound

This paper cites Gradient episodic memory for continual learning,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Gradient episodic memory for continual learning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.729818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e563238a-f224-4b13-8b7f-074cc6788509 · outbound

This paper cites icarl: In- cremental classifier and representation learning,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks icarl: In- cremental classifier and representation learning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.716912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b6481510-5824-4de3-b491-3ab340a50f16 · outbound

This paper cites Incremental online learning algorithms comparison for gesture and visual smart sensors,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Incremental online learning algorithms comparison for gesture and visual smart sensors,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.704674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cf9c05e3-d0a1-455d-9a26-2f47efc970d0 · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:07.604084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc4ddf1-72b5-45b1-a163-cf27f49a81c6 · outbound

This paper cites CNN architectures for large-scale audio classification,.

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks CNN architectures for large-scale audio classification,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:07.691085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.